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# promptengineering

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We kept breaking production workflows with prompt changes — so we started treating prompts as code

We kept breaking production workflows with prompt changes — so we started treating prompts as code

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3 min read
2D Spatial Recognition with Local LLM: Comparing Prompt Strategies

2D Spatial Recognition with Local LLM: Comparing Prompt Strategies

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5 min read
Refactoring Agent Skills: From Context Explosion to a Fast, Reliable Workflow
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Refactoring Agent Skills: From Context Explosion to a Fast, Reliable Workflow

1
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5 min read
From 100+ Manual Edits to an AI Workflow: Mastering "People Removal" with Nano Banana 🍌

From 100+ Manual Edits to an AI Workflow: Mastering "People Removal" with Nano Banana 🍌

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3 min read
3 Prompt Engineering Techniques That Unlock Better AI Reasoning

3 Prompt Engineering Techniques That Unlock Better AI Reasoning

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5 min read
Your AI Thinks You're a Genius. That's a Problem.
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Your AI Thinks You're a Genius. That's a Problem.

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4 min read
The "Prompt Doom Loop": Why your AI output gets worse the more you try to fix it
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The "Prompt Doom Loop": Why your AI output gets worse the more you try to fix it

10
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3 min read
Prompt Routing & Context Engineering: Letting the System Decide What It Needs
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Prompt Routing & Context Engineering: Letting the System Decide What It Needs

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3 min read
When AI Gets Stuck, Don’t Fix It — Restart It
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When AI Gets Stuck, Don’t Fix It — Restart It

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2 min read
Stop Context Switching: How I Built a Tool to Generate Elite AI Prompts Inside VS Code

Stop Context Switching: How I Built a Tool to Generate Elite AI Prompts Inside VS Code

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2 min read
Multimodal Prompting: The Next Frontier-How to Juggle Text, Images, and Files in a Single Request

Multimodal Prompting: The Next Frontier-How to Juggle Text, Images, and Files in a Single Request

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5 min read
Why LLMs Are Bad at "First Try" and Great at Verification
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Why LLMs Are Bad at "First Try" and Great at Verification

1
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6 min read
Why There's No "Perfect Prompt" And Why The Debate Still Won't Die
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Why There's No "Perfect Prompt" And Why The Debate Still Won't Die

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5 min read
Escalation Rules for Agents: Ask vs Refuse vs Unknown (Scope is a contract, not a vibe)

Escalation Rules for Agents: Ask vs Refuse vs Unknown (Scope is a contract, not a vibe)

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4 min read
Prompt Engineering - Crafting Effective Prompts - Guide

Prompt Engineering - Crafting Effective Prompts - Guide

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2 min read
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